Pandas Profiling Report

Dataset statistics

Number of variables	34
Number of observations	100000
Missing cells	1230479
Missing cells (%)	36.2%
Total size in memory	25.9 MiB
Average record size in memory	272.0 B

Variable types

Text	27
Numeric	7

Alerts

`homedescription` has 47652 (47.7%) missing values	Missing
`neutraldescription` has 97579 (97.6%) missing values	Missing
`visitordescription` has 49343 (49.3%) missing values	Missing
`score` has 73823 (73.8%) missing values	Missing
`scoremargin` has 73823 (73.8%) missing values	Missing
`player1_name` has 8921 (8.9%) missing values	Missing
`player1_team_id` has 8976 (9.0%) missing values	Missing
`player1_team_city` has 8976 (9.0%) missing values	Missing
`player1_team_nickname` has 8976 (9.0%) missing values	Missing
`player1_team_abbreviation` has 8976 (9.0%) missing values	Missing
`player2_name` has 71359 (71.4%) missing values	Missing
`player2_team_id` has 71174 (71.2%) missing values	Missing
`player2_team_city` has 71174 (71.2%) missing values	Missing
`player2_team_nickname` has 71174 (71.2%) missing values	Missing
`player2_team_abbreviation` has 71174 (71.2%) missing values	Missing
`player3_name` has 97504 (97.5%) missing values	Missing
`player3_team_id` has 97462 (97.5%) missing values	Missing
`player3_team_city` has 97462 (97.5%) missing values	Missing
`player3_team_nickname` has 97462 (97.5%) missing values	Missing
`player3_team_abbreviation` has 97462 (97.5%) missing values	Missing
`eventmsgactiontype` has 32337 (32.3%) zeros	Zeros
`person1type` has 2028 (2.0%) zeros	Zeros
`person2type` has 71170 (71.2%) zeros	Zeros
`person3type` has 86194 (86.2%) zeros	Zeros

Reproduction

Analysis started	2023-07-13 14:06:03.109352
Analysis finished	2023-07-13 14:06:05.116196
Duration	2.01 seconds
Software version	ydata-profiling vv4.3.1
Download configuration	config.json

game_id
Text

Distinct	28819
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	1000000
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3584 ?
Unique (%)	3.6%

Sample

1st row	0020100714
2nd row	0029600273
3rd row	0040200145
4th row	0020700175
5th row	0020900639

Value	Count	Frequency (%)
0040300141	13	< 0.1%
0031000001	13	< 0.1%
0021900023	12	< 0.1%
0020400006	12	< 0.1%
0021100264	11	< 0.1%
0020100329	11	< 0.1%
0021300720	11	< 0.1%
0041100302	11	< 0.1%
0020500281	11	< 0.1%
0022200981	11	< 0.1%
Other values (28809)	99884	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	472810	47.3%
2	144401	14.4%
1	103200	10.3%
9	49608	5.0%
4	42553	4.3%
6	39528	4.0%
7	38689	3.9%
3	37526	3.8%
8	36129	3.6%
5	35556	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	472810	47.3%
2	144401	14.4%
1	103200	10.3%
9	49608	5.0%
4	42553	4.3%
6	39528	4.0%
7	38689	3.9%
3	37526	3.8%
8	36129	3.6%
5	35556	3.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	1000000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	472810	47.3%
2	144401	14.4%
1	103200	10.3%
9	49608	5.0%
4	42553	4.3%
6	39528	4.0%
7	38689	3.9%
3	37526	3.8%
8	36129	3.6%
5	35556	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	472810	47.3%
2	144401	14.4%
1	103200	10.3%
9	49608	5.0%
4	42553	4.3%
6	39528	4.0%
7	38689	3.9%
3	37526	3.8%
8	36129	3.6%
5	35556	3.6%

eventnum
Real number (ℝ)

Distinct	798
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	272.30645

Minimum	0
Maximum	985
Zeros	146
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	0
5-th percentile	26
Q1	132
median	265
Q3	399
95-th percentile	555
Maximum	985
Range	985
Interquartile range (IQR)	267

Descriptive statistics

Standard deviation	166.6062107
Coefficient of variation (CV)	0.6118335084
Kurtosis	-0.7337492935
Mean	272.30645
Median Absolute Deviation (MAD)	134
Skewness	0.2788708008
Sum	27230645
Variance	27757.62943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	232	0.2%
154	225	0.2%
163	225	0.2%
251	222	0.2%
266	220	0.2%
353	220	0.2%
95	219	0.2%
361	219	0.2%
40	219	0.2%
29	218	0.2%
Other values (788)	97781	97.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	146	0.1%
1	167	0.2%
2	192	0.2%
3	168	0.2%
4	232	0.2%

Value	Count	Frequency (%)
985	1	< 0.1%
956	1	< 0.1%
888	1	< 0.1%
876	1	< 0.1%
856	1	< 0.1%

eventmsgtype
Real number (ℝ)

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.97472

Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	5
95-th percentile	9
Maximum	18
Range	17
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.626988758
Coefficient of variation (CV)	0.6609242305
Kurtosis	2.207642504
Mean	3.97472
Median Absolute Deviation (MAD)	2
Skewness	1.254027721
Sum	397472
Variance	6.901069932
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
4	22327	22.3%
2	20089	20.1%
1	16478	16.5%
3	10476	10.5%
6	9748	9.7%
8	8884	8.9%
5	6378	6.4%
9	2781	2.8%
12	913	0.9%
13	911	0.9%
Other values (4)	1015	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	16478	16.5%
2	20089	20.1%
3	10476	10.5%
4	22327	22.3%
5	6378	6.4%

Value	Count	Frequency (%)
18	219	0.2%
13	911	0.9%
12	913	0.9%
11	22	< 0.1%
10	400	0.4%

eventmsgactiontype
Real number (ℝ)

ZEROS

Distinct	98
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.26125

Minimum	0
Maximum	109
Zeros	32337
Zeros (%)	32.3%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	5
95-th percentile	71
Maximum	109
Range	109
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	20.81184158
Coefficient of variation (CV)	2.247195743
Kurtosis	7.755216191
Mean	9.26125
Median Absolute Deviation (MAD)	1
Skewness	2.909805892
Sum	926125
Variance	433.1327498
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32337	32.3%
1	28430	28.4%
2	6424	6.4%
5	5014	5.0%
11	4961	5.0%
12	4381	4.4%
4	1902	1.9%
79	1495	1.5%
3	1352	1.4%
42	1201	1.2%
Other values (88)	12503	12.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32337	32.3%
1	28430	28.4%
2	6424	6.4%
3	1352	1.4%
4	1902	1.9%

Value	Count	Frequency (%)
109	3	< 0.1%
108	173	0.2%
107	27	< 0.1%
106	7	< 0.1%
105	16	< 0.1%

period
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.54748

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	8
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.138849691
Coefficient of variation (CV)	0.4470495122
Kurtosis	-1.186920147
Mean	2.54748
Median Absolute Deviation (MAD)	1
Skewness	0.04629131942
Sum	254748
Variance	1.296978619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
4	25798	25.8%
2	25723	25.7%
3	24010	24.0%
1	23602	23.6%
5	750	0.8%
6	96	0.1%
7	16	< 0.1%
8	5	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	23602	23.6%
2	25723	25.7%
3	24010	24.0%
4	25798	25.8%
5	750	0.8%

Value	Count	Frequency (%)
8	5	< 0.1%
7	16	< 0.1%
6	96	0.1%
5	750	0.8%
4	25798	25.8%

wctimestring
Text

Distinct	1782
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

Length

Max length	10
Median length	7
Mean length	7.36539
Min length	0

Characters and Unicode

Total characters	736539
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	300 ?
Unique (%)	0.3%

Sample

1st row	10:51 PM
2nd row	12:33 PM
3rd row	7:45 PM
4th row	10:30 PM
5th row	9:38 PM

Value	Count	Frequency (%)
pm	93420	46.7%
am	6562	3.3%
8:58	418	0.2%
9:02	418	0.2%
9:00	416	0.2%
9:05	403	0.2%
8:56	402	0.2%
8:57	401	0.2%
8:25	394	0.2%
9:03	394	0.2%
Other values (1121)	96756	48.4%

Most occurring characters

Value	Count	Frequency (%)
:	99994	13.6%
	99990	13.6%
M	99982	13.6%
P	93420	12.7%
1	77704	10.5%
2	39687	5.4%
0	39391	5.3%
3	30694	4.2%
9	30141	4.1%
4	29633	4.0%
Other values (6)	95903	13.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	336547	45.7%
Uppercase Letter	199972	27.2%
Other Punctuation	99994	13.6%
Space Separator	99990	13.6%
Dash Punctuation	36	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	77704	23.1%
2	39687	11.8%
0	39391	11.7%
3	30694	9.1%
9	30141	9.0%
4	29633	8.8%
5	29057	8.6%
8	28428	8.4%
7	19803	5.9%
6	12009	3.6%

Uppercase Letter

Value	Count	Frequency (%)
M	99982	50.0%
P	93420	46.7%
A	6570	3.3%

Other Punctuation

Value	Count	Frequency (%)
:	99994	100.0%

Space Separator

Value	Count	Frequency (%)
	99990	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	36	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	536567	72.8%
Latin	199972	27.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	99994	18.6%
	99990	18.6%
1	77704	14.5%
2	39687	7.4%
0	39391	7.3%
3	30694	5.7%
9	30141	5.6%
4	29633	5.5%
5	29057	5.4%
8	28428	5.3%
Other values (3)	31848	5.9%

Latin

Value	Count	Frequency (%)
M	99982	50.0%
P	93420	46.7%
A	6570	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	736539	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	99994	13.6%
	99990	13.6%
M	99982	13.6%
P	93420	12.7%
1	77704	10.5%
2	39687	5.4%
0	39391	5.3%
3	30694	4.2%
9	30141	4.1%
4	29633	4.0%
Other values (6)	95903	13.0%

pctimestring
Text

Distinct	720
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

Length

Max length	5
Median length	4
Mean length	4.13903
Min length	4

Characters and Unicode

Total characters	413903
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	5:42
2nd row	0:00
3rd row	0:00
4th row	0:08
5th row	12:00

Value	Count	Frequency (%)
0:00	2119	2.1%
12:00	1130	1.1%
0:01	435	0.4%
0:02	359	0.4%
0:04	292	0.3%
0:03	266	0.3%
0:05	221	0.2%
0:32	207	0.2%
0:31	203	0.2%
0:33	197	0.2%
Other values (710)	94571	94.6%

Most occurring characters

Value	Count	Frequency (%)
:	100000	24.2%
1	53914	13.0%
0	52667	12.7%
2	35804	8.7%
3	34323	8.3%
4	34116	8.2%
5	33565	8.1%
6	17665	4.3%
7	17470	4.2%
8	17336	4.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	313903	75.8%
Other Punctuation	100000	24.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	53914	17.2%
0	52667	16.8%
2	35804	11.4%
3	34323	10.9%
4	34116	10.9%
5	33565	10.7%
6	17665	5.6%
7	17470	5.6%
8	17336	5.5%
9	17043	5.4%

Other Punctuation

Value	Count	Frequency (%)
:	100000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	413903	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	100000	24.2%
1	53914	13.0%
0	52667	12.7%
2	35804	8.7%
3	34323	8.3%
4	34116	8.2%
5	33565	8.1%
6	17665	4.3%
7	17470	4.2%
8	17336	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	413903	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	100000	24.2%
1	53914	13.0%
0	52667	12.7%
2	35804	8.7%
3	34323	8.3%
4	34116	8.2%
5	33565	8.1%
6	17665	4.3%
7	17470	4.2%
8	17336	4.2%

homedescription
Text

MISSING

Distinct	41383
Distinct (%)	79.1%
Missing	47652
Missing (%)	47.7%
Memory size	781.4 KiB

Length

Max length	71
Median length	62
Mean length	29.80138687
Min length	0

Characters and Unicode

Total characters	1560043
Distinct characters	70
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	36000 ?
Unique (%)	68.8%

Sample

1st row	GRIZZLIES Timeout: Regular (Full 3 Short 0)
2nd row	MISS T. Johnson 11' Driving Floating Jump Shot
3rd row	Washington 2' Layup (2 PTS) (Rozier 1 AST)
4th row	SUB: Smith FOR Blaylock
5th row	SUB: Green FOR Scalabrine

Value	Count	Frequency (%)
shot	13174	4.7%
pts	12461	4.5%
jump	12141	4.3%
2	11586	4.1%
rebound	11415	4.1%
miss	11315	4.0%
1	9008	3.2%
of	5538	2.0%
throw	5352	1.9%
free	5352	1.9%
Other values (1959)	182217	65.2%

Most occurring characters

Value	Count	Frequency (%)
	229784	14.7%
S	72987	4.7%
o	69534	4.5%
e	65247	4.2%
r	55037	3.5%
T	47422	3.0%
a	46430	3.0%
n	43266	2.8%
u	41340	2.6%
)	40697	2.6%
Other values (60)	848299	54.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	646642	41.5%
Uppercase Letter	441644	28.3%
Space Separator	229784	14.7%
Decimal Number	102658	6.6%
Other Punctuation	57167	3.7%
Close Punctuation	40697	2.6%
Open Punctuation	40697	2.6%
Dash Punctuation	754	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	69534	10.8%
e	65247	10.1%
r	55037	8.5%
a	46430	7.2%
n	43266	6.7%
u	41340	6.4%
f	37102	5.7%
l	35951	5.6%
i	34343	5.3%
t	33590	5.2%
Other values (16)	184802	28.6%

Uppercase Letter

Value	Count	Frequency (%)
S	72987	16.5%
T	47422	10.7%
P	34268	7.8%
O	32380	7.3%
B	27151	6.1%
D	26393	6.0%
R	23714	5.4%
F	19888	4.5%
U	19220	4.4%
L	19189	4.3%
Other values (15)	119032	27.0%

Decimal Number

Value	Count	Frequency (%)
1	30166	29.4%
2	25764	25.1%
3	13366	13.0%
0	7521	7.3%
4	7096	6.9%
5	5459	5.3%
6	4724	4.6%
7	3453	3.4%
8	2815	2.7%
9	2294	2.2%

Other Punctuation

Value	Count	Frequency (%)
:	25700	45.0%
.	16104	28.2%
'	15217	26.6%
#	142	0.2%
,	4	< 0.1%

Space Separator

Value	Count	Frequency (%)
	229784	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	40697	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	40697	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	754	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1088286	69.8%
Common	471757	30.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	72987	6.7%
o	69534	6.4%
e	65247	6.0%
r	55037	5.1%
T	47422	4.4%
a	46430	4.3%
n	43266	4.0%
u	41340	3.8%
f	37102	3.4%
l	35951	3.3%
Other values (41)	573970	52.7%

Common

Value	Count	Frequency (%)
	229784	48.7%
)	40697	8.6%
(	40697	8.6%
1	30166	6.4%
2	25764	5.5%
:	25700	5.4%
.	16104	3.4%
'	15217	3.2%
3	13366	2.8%
0	7521	1.6%
Other values (9)	26741	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1560043	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	229784	14.7%
S	72987	4.7%
o	69534	4.5%
e	65247	4.2%
r	55037	3.5%
T	47422	3.0%
a	46430	3.0%
n	43266	2.8%
u	41340	2.6%
)	40697	2.6%
Other values (60)	848299	54.4%

neutraldescription
Text

MISSING

Distinct	1398
Distinct (%)	57.7%
Missing	97579
Missing (%)	97.6%
Memory size	781.4 KiB

Length

Max length	69
Median length	66
Mean length	30.03015283
Min length	4

Characters and Unicode

Total characters	72703
Distinct characters	65
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1037 ?
Unique (%)	42.8%

Sample

1st row	Don Nelson Foul:T.FOUL
2nd row	End of 1st Period (7:45 PM EST)
3rd row	Start of 4th Period (9:38 PM EST)
4th row	End of 2nd Period (4:40 PM EST)
5th row	Start of 1st Period (11:08 PM EST)

Value	Count	Frequency (%)
est	1951	13.3%
period	1923	13.1%
of	1833	12.5%
pm	1798	12.2%
start	913	6.2%
end	911	6.2%
1st	485	3.3%
4th	454	3.1%
2nd	450	3.1%
3rd	435	3.0%
Other values (717)	3544	24.1%

Most occurring characters

Value	Count	Frequency (%)
	12287	16.9%
o	4277	5.9%
d	3801	5.2%
P	3759	5.2%
r	3528	4.9%
t	3521	4.8%
S	2958	4.1%
i	2923	4.0%
E	2869	3.9%
e	2574	3.5%
Other values (55)	30206	41.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	30325	41.7%
Uppercase Letter	15158	20.8%
Space Separator	12287	16.9%
Decimal Number	8547	11.8%
Other Punctuation	2382	3.3%
Open Punctuation	1988	2.7%
Close Punctuation	1988	2.7%
Dash Punctuation	28	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	4277	14.1%
d	3801	12.5%
r	3528	11.6%
t	3521	11.6%
i	2923	9.6%
e	2574	8.5%
f	2376	7.8%
n	1875	6.2%
a	1592	5.2%
s	699	2.3%
Other values (16)	3159	10.4%

Uppercase Letter

Value	Count	Frequency (%)
P	3759	24.8%
S	2958	19.5%
E	2869	18.9%
T	2343	15.5%
M	1969	13.0%
O	356	2.3%
R	258	1.7%
A	164	1.1%
I	128	0.8%
F	116	0.8%
Other values (12)	238	1.6%

Decimal Number

Value	Count	Frequency (%)
1	2145	25.1%
2	1170	13.7%
3	1134	13.3%
4	1064	12.4%
0	753	8.8%
9	596	7.0%
8	571	6.7%
5	485	5.7%
7	369	4.3%
6	260	3.0%

Other Punctuation

Value	Count	Frequency (%)
:	2302	96.6%
.	54	2.3%
,	26	1.1%

Space Separator

Value	Count	Frequency (%)
	12287	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1988	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1988	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	28	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45483	62.6%
Common	27220	37.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	4277	9.4%
d	3801	8.4%
P	3759	8.3%
r	3528	7.8%
t	3521	7.7%
S	2958	6.5%
i	2923	6.4%
E	2869	6.3%
e	2574	5.7%
f	2376	5.2%
Other values (38)	12897	28.4%

Common

Value	Count	Frequency (%)
	12287	45.1%
:	2302	8.5%
1	2145	7.9%
(	1988	7.3%
)	1988	7.3%
2	1170	4.3%
3	1134	4.2%
4	1064	3.9%
0	753	2.8%
9	596	2.2%
Other values (7)	1793	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	72703	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	12287	16.9%
o	4277	5.9%
d	3801	5.2%
P	3759	5.2%
r	3528	4.9%
t	3521	4.8%
S	2958	4.1%
i	2923	4.0%
E	2869	3.9%
e	2574	3.5%
Other values (55)	30206	41.5%

visitordescription
Text

MISSING

Distinct	40370
Distinct (%)	79.7%
Missing	49343
Missing (%)	49.3%
Memory size	781.4 KiB

Length

Max length	76
Median length	63
Mean length	29.61624257
Min length	4

Characters and Unicode

Total characters	1500270
Distinct characters	71
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	35357 ?
Unique (%)	69.8%

Sample

1st row	MISS Perkins 27' 3PT Jump Shot
2nd row	Harris P.FOUL (P4.PN)
3rd row	Hornets Timeout: Regular (Reg.3 Short 0)
4th row	SUB: Belinelli FOR Poeltl
5th row	Trent 2' Layup (2 PTS) (Hoiberg 2 AST)

Value	Count	Frequency (%)
shot	13292	5.0%
pts	11975	4.5%
jump	11917	4.5%
miss	11291	4.2%
2	10947	4.1%
rebound	10912	4.1%
1	8181	3.1%
of	5323	2.0%
throw	5124	1.9%
free	5124	1.9%
Other values (1984)	173623	64.9%

Most occurring characters

Value	Count	Frequency (%)
	219309	14.6%
S	68698	4.6%
o	67848	4.5%
e	66058	4.4%
r	55619	3.7%
a	45437	3.0%
T	44961	3.0%
n	42237	2.8%
u	40083	2.7%
)	39132	2.6%
Other values (61)	810888	54.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	637732	42.5%
Uppercase Letter	407590	27.2%
Space Separator	219309	14.6%
Decimal Number	100059	6.7%
Other Punctuation	56651	3.8%
Close Punctuation	39132	2.6%
Open Punctuation	39132	2.6%
Dash Punctuation	665	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	68698	16.9%
T	44961	11.0%
P	33418	8.2%
O	30062	7.4%
B	25211	6.2%
D	24605	6.0%
R	22151	5.4%
F	18099	4.4%
U	17819	4.4%
M	17447	4.3%
Other values (16)	105119	25.8%

Lowercase Letter

Value	Count	Frequency (%)
o	67848	10.6%
e	66058	10.4%
r	55619	8.7%
a	45437	7.1%
n	42237	6.6%
u	40083	6.3%
f	35003	5.5%
i	33599	5.3%
t	33454	5.2%
l	32270	5.1%
Other values (16)	186124	29.2%

Decimal Number

Value	Count	Frequency (%)
1	29204	29.2%
2	25138	25.1%
3	13122	13.1%
0	7335	7.3%
4	6796	6.8%
5	5301	5.3%
6	4676	4.7%
7	3403	3.4%
8	2787	2.8%
9	2297	2.3%

Other Punctuation

Value	Count	Frequency (%)
:	24005	42.4%
.	17219	30.4%
'	15267	26.9%
#	156	0.3%
,	4	< 0.1%

Space Separator

Value	Count	Frequency (%)
	219309	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	39132	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	39132	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	665	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1045322	69.7%
Common	454948	30.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	68698	6.6%
o	67848	6.5%
e	66058	6.3%
r	55619	5.3%
a	45437	4.3%
T	44961	4.3%
n	42237	4.0%
u	40083	3.8%
f	35003	3.3%
i	33599	3.2%
Other values (42)	545779	52.2%

Common

Value	Count	Frequency (%)
	219309	48.2%
)	39132	8.6%
(	39132	8.6%
1	29204	6.4%
2	25138	5.5%
:	24005	5.3%
.	17219	3.8%
'	15267	3.4%
3	13122	2.9%
0	7335	1.6%
Other values (9)	26085	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1500270	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	219309	14.6%
S	68698	4.6%
o	67848	4.5%
e	66058	4.4%
r	55619	3.7%
a	45437	3.0%
T	44961	3.0%
n	42237	2.8%
u	40083	2.7%
)	39132	2.6%
Other values (61)	810888	54.0%

score
Text

MISSING

Distinct	5324
Distinct (%)	20.3%
Missing	73823
Missing (%)	73.8%
Memory size	781.4 KiB

Length

Max length	9
Median length	7
Mean length	6.97616228
Min length	5

Characters and Unicode

Total characters	182615
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1393 ?
Unique (%)	5.3%

Sample

1st row	14 - 27
2nd row	74 - 69
3rd row	84 - 103
4th row	2 - 4
5th row	90 - 75

Value	Count	Frequency (%)
	26177	33.3%
2	737	0.9%
26	600	0.8%
6	597	0.8%
53	596	0.8%
23	573	0.7%
4	566	0.7%
35	564	0.7%
49	561	0.7%
29	559	0.7%
Other values (150)	47001	59.9%

Most occurring characters

Value	Count	Frequency (%)
	52354	28.7%
-	26177	14.3%
1	14428	7.9%
2	11314	6.2%
6	10667	5.8%
4	10609	5.8%
3	10430	5.7%
5	10404	5.7%
7	10202	5.6%
8	9816	5.4%
Other values (2)	16214	8.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	104084	57.0%
Space Separator	52354	28.7%
Dash Punctuation	26177	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	14428	13.9%
2	11314	10.9%
6	10667	10.2%
4	10609	10.2%
3	10430	10.0%
5	10404	10.0%
7	10202	9.8%
8	9816	9.4%
9	8728	8.4%
0	7486	7.2%

Space Separator

Value	Count	Frequency (%)
	52354	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	26177	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	182615	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	52354	28.7%
-	26177	14.3%
1	14428	7.9%
2	11314	6.2%
6	10667	5.8%
4	10609	5.8%
3	10430	5.7%
5	10404	5.7%
7	10202	5.6%
8	9816	5.4%
Other values (2)	16214	8.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	182615	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	52354	28.7%
-	26177	14.3%
1	14428	7.9%
2	11314	6.2%
6	10667	5.8%
4	10609	5.8%
3	10430	5.7%
5	10404	5.7%
7	10202	5.6%
8	9816	5.4%
Other values (2)	16214	8.9%

scoremargin
Text

MISSING

Distinct	103
Distinct (%)	0.4%
Missing	73823
Missing (%)	73.8%
Memory size	781.4 KiB

Length

Max length	3
Median length	2
Mean length	1.831225885
Min length	1

Characters and Unicode

Total characters	47936
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	0.1%

Sample

1st row	13
2nd row	-5
3rd row	19
4th row	2
5th row	-15

Value	Count	Frequency (%)
2	2539	9.7%
1	2296	8.8%
3	2126	8.1%
4	1973	7.5%
5	1818	6.9%
6	1713	6.5%
7	1506	5.8%
8	1363	5.2%
tie	1228	4.7%
9	1197	4.6%
Other values (47)	8418	32.2%

Most occurring characters

Value	Count	Frequency (%)
-	10885	22.7%
1	10079	21.0%
2	5240	10.9%
3	3398	7.1%
4	2793	5.8%
5	2533	5.3%
6	2366	4.9%
7	2055	4.3%
8	1870	3.9%
9	1624	3.4%
Other values (4)	5093	10.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	33367	69.6%
Dash Punctuation	10885	22.7%
Uppercase Letter	3684	7.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	10079	30.2%
2	5240	15.7%
3	3398	10.2%
4	2793	8.4%
5	2533	7.6%
6	2366	7.1%
7	2055	6.2%
8	1870	5.6%
9	1624	4.9%
0	1409	4.2%

Uppercase Letter

Value	Count	Frequency (%)
T	1228	33.3%
I	1228	33.3%
E	1228	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	10885	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	44252	92.3%
Latin	3684	7.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	10885	24.6%
1	10079	22.8%
2	5240	11.8%
3	3398	7.7%
4	2793	6.3%
5	2533	5.7%
6	2366	5.3%
7	2055	4.6%
8	1870	4.2%
9	1624	3.7%

Latin

Value	Count	Frequency (%)
T	1228	33.3%
I	1228	33.3%
E	1228	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47936	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	10885	22.7%
1	10079	21.0%
2	5240	10.9%
3	3398	7.1%
4	2793	5.8%
5	2533	5.3%
6	2366	4.9%
7	2055	4.3%
8	1870	3.9%
9	1624	3.4%
Other values (4)	5093	10.6%

person1type
Real number (ℝ)

ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	27
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	4.260420313

Minimum	0
Maximum	7
Zeros	2028
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	4
Q3	5
95-th percentile	5
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9471962743
Coefficient of variation (CV)	0.2223246076
Kurtosis	7.065893439
Mean	4.260420313
Median Absolute Deviation (MAD)	1
Skewness	-2.276404651
Sum	425927
Variance	0.897180782
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
4	46270	46.3%
5	44754	44.8%
3	3341	3.3%
2	3240	3.2%
0	2028	2.0%
1	298	0.3%
7	24	< 0.1%
6	18	< 0.1%
(Missing)	27	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2028	2.0%
1	298	0.3%
2	3240	3.2%
3	3341	3.3%
4	46270	46.3%

Value	Count	Frequency (%)
7	24	< 0.1%
6	18	< 0.1%
5	44754	44.8%
4	46270	46.3%
3	3341	3.3%

player1_id
Text

Distinct	2371
Distinct (%)	2.4%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

Length

Max length	10
Median length	9
Mean length	5.11112
Min length	1

Characters and Unicode

Total characters	511112
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	395 ?
Unique (%)	0.4%

Sample

1st row	1483
2nd row	64
3rd row	0
4th row	2734
5th row	0

Value	Count	Frequency (%)
0	2166	2.2%
2544	481	0.5%
1495	414	0.4%
1717	392	0.4%
977	392	0.4%
708	376	0.4%
2546	359	0.4%
201566	335	0.3%
2730	333	0.3%
201142	305	0.3%
Other values (2361)	94447	94.4%

Most occurring characters

Value	Count	Frequency (%)
1	91399	17.9%
2	91236	17.9%
0	70364	13.8%
6	53703	10.5%
7	41522	8.1%
3	37551	7.3%
9	34894	6.8%
5	32027	6.3%
4	31539	6.2%
8	26877	5.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	511112	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	91399	17.9%
2	91236	17.9%
0	70364	13.8%
6	53703	10.5%
7	41522	8.1%
3	37551	7.3%
9	34894	6.8%
5	32027	6.3%
4	31539	6.2%
8	26877	5.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	511112	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	91399	17.9%
2	91236	17.9%
0	70364	13.8%
6	53703	10.5%
7	41522	8.1%
3	37551	7.3%
9	34894	6.8%
5	32027	6.3%
4	31539	6.2%
8	26877	5.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	511112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	91399	17.9%
2	91236	17.9%
0	70364	13.8%
6	53703	10.5%
7	41522	8.1%
3	37551	7.3%
9	34894	6.8%
5	32027	6.3%
4	31539	6.2%
8	26877	5.3%

player1_name
Text

MISSING

Distinct	2186
Distinct (%)	2.4%
Missing	8921
Missing (%)	8.9%
Memory size	781.4 KiB

Length

Max length	25
Median length	23
Mean length	12.83282645
Min length	4

Characters and Unicode

Total characters	1168801
Distinct characters	56
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	271 ?
Unique (%)	0.3%

Sample

1st row	Sam Perkins
2nd row	Devin Harris
3rd row	Tyler Johnson
4th row	Jakob Poeltl
5th row	Gary Trent

Value	Count	Frequency (%)
chris	1660	0.9%
williams	1630	0.9%
kevin	1336	0.7%
james	1316	0.7%
anthony	1255	0.7%
johnson	1134	0.6%
jason	1063	0.6%
davis	1033	0.6%
paul	1015	0.6%
michael	1009	0.5%
Other values (2464)	171468	93.2%

Most occurring characters

Value	Count	Frequency (%)
e	98914	8.5%
a	95597	8.2%
	92840	7.9%
n	85538	7.3%
r	83604	7.2%
o	77038	6.6%
i	67377	5.8%
l	57837	4.9%
s	49634	4.2%
t	34423	2.9%
Other values (46)	425999	36.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	877820	75.1%
Uppercase Letter	192593	16.5%
Space Separator	92840	7.9%
Other Punctuation	4419	0.4%
Dash Punctuation	1129	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	98914	11.3%
a	95597	10.9%
n	85538	9.7%
r	83604	9.5%
o	77038	8.8%
i	67377	7.7%
l	57837	6.6%
s	49634	5.7%
t	34423	3.9%
d	28409	3.2%
Other values (16)	199449	22.7%

Uppercase Letter

Value	Count	Frequency (%)
J	19265	10.0%
M	17345	9.0%
D	15033	7.8%
B	14101	7.3%
A	12322	6.4%
C	12168	6.3%
S	11256	5.8%
R	10781	5.6%
T	9549	5.0%
G	8901	4.6%
Other values (16)	61872	32.1%

Other Punctuation

Value	Count	Frequency (%)
.	3140	71.1%
'	1279	28.9%

Space Separator

Value	Count	Frequency (%)
	92840	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1129	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1070413	91.6%
Common	98388	8.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	98914	9.2%
a	95597	8.9%
n	85538	8.0%
r	83604	7.8%
o	77038	7.2%
i	67377	6.3%
l	57837	5.4%
s	49634	4.6%
t	34423	3.2%
d	28409	2.7%
Other values (42)	392042	36.6%

Common

Value	Count	Frequency (%)
	92840	94.4%
.	3140	3.2%
'	1279	1.3%
-	1129	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1168801	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	98914	8.5%
a	95597	8.2%
	92840	7.9%
n	85538	7.3%
r	83604	7.2%
o	77038	6.6%
i	67377	5.8%
l	57837	4.9%
s	49634	4.2%
t	34423	2.9%
Other values (46)	425999	36.4%

player1_team_id
Text

MISSING

Distinct	50
Distinct (%)	0.1%
Missing	8976
Missing (%)	9.0%
Memory size	781.4 KiB

Length

Max length	12
Median length	12
Mean length	11.99537485
Min length	4

Characters and Unicode

Total characters	1091867
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	1610612760.0
2nd row	1610612742.0
3rd row	1610612748.0
4th row	1610612759.0
5th row	1610612750.0

Value	Count	Frequency (%)
1610612759.0	3232	3.6%
1610612747.0	3213	3.5%
1610612738.0	3210	3.5%
1610612748.0	3159	3.5%
1610612744.0	3153	3.5%
1610612743.0	3143	3.5%
1610612745.0	3139	3.4%
1610612755.0	3131	3.4%
1610612754.0	3122	3.4%
1610612749.0	3104	3.4%
Other values (40)	59418	65.3%

Most occurring characters

Value	Count	Frequency (%)
1	281927	25.8%
6	211739	19.4%
0	190332	17.4%
7	100097	9.2%
2	100046	9.2%
.	91024	8.3%
5	39738	3.6%
4	39475	3.6%
3	18693	1.7%
8	9426	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000843	91.7%
Other Punctuation	91024	8.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	281927	28.2%
6	211739	21.2%
0	190332	19.0%
7	100097	10.0%
2	100046	10.0%
5	39738	4.0%
4	39475	3.9%
3	18693	1.9%
8	9426	0.9%
9	9370	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	91024	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1091867	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	281927	25.8%
6	211739	19.4%
0	190332	17.4%
7	100097	9.2%
2	100046	9.2%
.	91024	8.3%
5	39738	3.6%
4	39475	3.6%
3	18693	1.7%
8	9426	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1091867	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	281927	25.8%
6	211739	19.4%
0	190332	17.4%
7	100097	9.2%
2	100046	9.2%
.	91024	8.3%
5	39738	3.6%
4	39475	3.6%
3	18693	1.7%
8	9426	0.9%

player1_team_city
Text

MISSING

Distinct	55
Distinct (%)	0.1%
Missing	8976
Missing (%)	9.0%
Memory size	781.4 KiB

Length

Max length	25
Median length	13
Mean length	8.251801723
Min length	2

Characters and Unicode

Total characters	751112
Distinct characters	49
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Seattle
2nd row	Dallas
3rd row	Miami
4th row	San Antonio
5th row	Minnesota

Value	Count	Frequency (%)
new	7140	6.4%
angeles	5184	4.6%
los	5184	4.6%
antonio	3232	2.9%
san	3232	2.9%
boston	3210	2.9%
miami	3159	2.8%
golden	3153	2.8%
state	3153	2.8%
denver	3143	2.8%
Other values (55)	72228	64.5%

Most occurring characters

Value	Count	Frequency (%)
a	75218	10.0%
e	71577	9.5%
o	71349	9.5%
n	70817	9.4%
t	56204	7.5%
l	48544	6.5%
i	41535	5.5%
s	32381	4.3%
r	29839	4.0%
h	25571	3.4%
Other values (39)	228077	30.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	616543	82.1%
Uppercase Letter	113373	15.1%
Space Separator	20994	2.8%
Other Punctuation	202	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	75218	12.2%
e	71577	11.6%
o	71349	11.6%
n	70817	11.5%
t	56204	9.1%
l	48544	7.9%
i	41535	6.7%
s	32381	5.3%
r	29839	4.8%
h	25571	4.1%
Other values (14)	93508	15.2%

Uppercase Letter

Value	Count	Frequency (%)
A	12684	11.2%
M	11676	10.3%
C	10686	9.4%
S	10665	9.4%
D	9186	8.1%
P	9126	8.0%
O	7355	6.5%
N	7220	6.4%
L	6184	5.5%
B	4563	4.0%
Other values (12)	24028	21.2%

Other Punctuation

Value	Count	Frequency (%)
/	195	96.5%
'	7	3.5%

Space Separator

Value	Count	Frequency (%)
	20994	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	729916	97.2%
Common	21196	2.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	75218	10.3%
e	71577	9.8%
o	71349	9.8%
n	70817	9.7%
t	56204	7.7%
l	48544	6.7%
i	41535	5.7%
s	32381	4.4%
r	29839	4.1%
h	25571	3.5%
Other values (36)	206881	28.3%

Common

Value	Count	Frequency (%)
	20994	99.0%
/	195	0.9%
'	7	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	751112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	75218	10.0%
e	71577	9.5%
o	71349	9.5%
n	70817	9.4%
t	56204	7.5%
l	48544	6.5%
i	41535	5.5%
s	32381	4.3%
r	29839	4.0%
h	25571	3.4%
Other values (39)	228077	30.4%

player1_team_nickname
Text

MISSING

Distinct	58
Distinct (%)	0.1%
Missing	8976
Missing (%)	9.0%
Memory size	781.4 KiB

Length

Max length	22
Median length	18
Mean length	6.70881306
Min length	4

Characters and Unicode

Total characters	610663
Distinct characters	49
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	SuperSonics
2nd row	Mavericks
3rd row	Heat
4th row	Spurs
5th row	Timberwolves

Value	Count	Frequency (%)
spurs	3232	3.4%
lakers	3213	3.4%
celtics	3210	3.4%
heat	3159	3.4%
warriors	3153	3.4%
nuggets	3143	3.3%
rockets	3139	3.3%
76ers	3131	3.3%
pacers	3122	3.3%
bucks	3104	3.3%
Other values (58)	62401	66.4%

Most occurring characters

Value	Count	Frequency (%)
s	82918	13.6%
r	54789	9.0%
e	53278	8.7%
a	45111	7.4%
i	44756	7.3%
l	28394	4.6%
t	25721	4.2%
c	25213	4.1%
o	20317	3.3%
n	19339	3.2%
Other values (39)	210827	34.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	509238	83.4%
Uppercase Letter	92167	15.1%
Decimal Number	6264	1.0%
Space Separator	2983	0.5%
Other Punctuation	9	< 0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	82918	16.3%
r	54789	10.8%
e	53278	10.5%
a	45111	8.9%
i	44756	8.8%
l	28394	5.6%
t	25721	5.1%
c	25213	5.0%
o	20317	4.0%
n	19339	3.8%
Other values (12)	109402	21.5%

Uppercase Letter

Value	Count	Frequency (%)
B	10075	10.9%
C	9199	10.0%
H	9045	9.8%
S	8821	9.6%
T	7682	8.3%
P	7449	8.1%
R	6208	6.7%
N	6166	6.7%
W	6081	6.6%
M	6036	6.5%
Other values (10)	15405	16.7%

Decimal Number

Value	Count	Frequency (%)
6	3132	50.0%
7	3131	50.0%
3	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
'	7	77.8%
/	2	22.2%

Space Separator

Value	Count	Frequency (%)
	2983	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	601405	98.5%
Common	9258	1.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	82918	13.8%
r	54789	9.1%
e	53278	8.9%
a	45111	7.5%
i	44756	7.4%
l	28394	4.7%
t	25721	4.3%
c	25213	4.2%
o	20317	3.4%
n	19339	3.2%
Other values (32)	201569	33.5%

Common

Value	Count	Frequency (%)
6	3132	33.8%
7	3131	33.8%
	2983	32.2%
'	7	0.1%
-	2	< 0.1%
/	2	< 0.1%
3	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	610663	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	82918	13.6%
r	54789	9.0%
e	53278	8.7%
a	45111	7.4%
i	44756	7.3%
l	28394	4.6%
t	25721	4.2%
c	25213	4.1%
o	20317	3.3%
n	19339	3.2%
Other values (39)	210827	34.5%

player1_team_abbreviation
Text

MISSING

Distinct	61
Distinct (%)	0.1%
Missing	8976
Missing (%)	9.0%
Memory size	781.4 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	273072
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	SEA
2nd row	DAL
3rd row	MIA
4th row	SAS
5th row	MIN

Value	Count	Frequency (%)
sas	3232	3.6%
lal	3213	3.5%
bos	3210	3.5%
mia	3159	3.5%
gsw	3153	3.5%
den	3143	3.5%
hou	3139	3.4%
phi	3131	3.4%
ind	3122	3.4%
mil	3104	3.4%
Other values (51)	59418	65.3%

Most occurring characters

Value	Count	Frequency (%)
A	31610	11.6%
L	24649	9.0%
S	20131	7.4%
N	19876	7.3%
O	19506	7.1%
I	18343	6.7%
C	16419	6.0%
H	16412	6.0%
M	14195	5.2%
E	12980	4.8%
Other values (14)	78951	28.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	273072	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	31610	11.6%
L	24649	9.0%
S	20131	7.4%
N	19876	7.3%
O	19506	7.1%
I	18343	6.7%
C	16419	6.0%
H	16412	6.0%
M	14195	5.2%
E	12980	4.8%
Other values (14)	78951	28.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	273072	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	31610	11.6%
L	24649	9.0%
S	20131	7.4%
N	19876	7.3%
O	19506	7.1%
I	18343	6.7%
C	16419	6.0%
H	16412	6.0%
M	14195	5.2%
E	12980	4.8%
Other values (14)	78951	28.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	273072	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	31610	11.6%
L	24649	9.0%
S	20131	7.4%
N	19876	7.3%
O	19506	7.1%
I	18343	6.7%
C	16419	6.0%
H	16412	6.0%
M	14195	5.2%
E	12980	4.8%
Other values (14)	78951	28.9%

person2type
Real number (ℝ)

ZEROS

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.29786

Minimum	0
Maximum	5
Zeros	71170
Zeros (%)	71.2%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.056798902
Coefficient of variation (CV)	1.584761763
Kurtosis	-0.9405920634
Mean	1.29786
Median Absolute Deviation (MAD)	0
Skewness	0.9905831805
Sum	129786
Variance	4.230421725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
0	71170	71.2%
5	14470	14.5%
4	14356	14.4%
3	4	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	71170	71.2%
3	4	< 0.1%
4	14356	14.4%
5	14470	14.5%

Value	Count	Frequency (%)
5	14470	14.5%
4	14356	14.4%
3	4	< 0.1%
0	71170	71.2%

player2_id
Text

Distinct	1934
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

Length

Max length	10
Median length	1
Mean length	2.1615
Min length	1

Characters and Unicode

Total characters	216150
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	350 ?
Unique (%)	0.4%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	200761
5th row	0

Value	Count	Frequency (%)
0	71348	71.3%
2544	178	0.2%
201566	150	0.1%
101108	146	0.1%
201935	126	0.1%
467	113	0.1%
2225	112	0.1%
977	111	0.1%
1938	108	0.1%
2548	107	0.1%
Other values (1924)	27501	27.5%

Most occurring characters

Value	Count	Frequency (%)
0	92031	42.6%
2	27672	12.8%
1	23552	10.9%
6	12738	5.9%
3	11536	5.3%
9	10928	5.1%
7	10707	5.0%
5	9408	4.4%
4	9136	4.2%
8	8442	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	216150	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	92031	42.6%
2	27672	12.8%
1	23552	10.9%
6	12738	5.9%
3	11536	5.3%
9	10928	5.1%
7	10707	5.0%
5	9408	4.4%
4	9136	4.2%
8	8442	3.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	216150	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	92031	42.6%
2	27672	12.8%
1	23552	10.9%
6	12738	5.9%
3	11536	5.3%
9	10928	5.1%
7	10707	5.0%
5	9408	4.4%
4	9136	4.2%
8	8442	3.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	216150	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	92031	42.6%
2	27672	12.8%
1	23552	10.9%
6	12738	5.9%
3	11536	5.3%
9	10928	5.1%
7	10707	5.0%
5	9408	4.4%
4	9136	4.2%
8	8442	3.9%

player2_name
Text

MISSING

Distinct	1917
Distinct (%)	6.7%
Missing	71359
Missing (%)	71.4%
Memory size	781.4 KiB

Length

Max length	24
Median length	22
Mean length	12.75336057
Min length	4

Characters and Unicode

Total characters	365269
Distinct characters	56
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	339 ?
Unique (%)	1.2%

Sample

1st row	Shawne Williams
2nd row	Marco Belinelli
3rd row	Fred Hoiberg
4th row	Terry Rozier
5th row	Steven Smith

Value	Count	Frequency (%)
williams	594	1.0%
chris	500	0.9%
james	450	0.8%
paul	405	0.7%
jason	403	0.7%
anthony	370	0.6%
kevin	368	0.6%
johnson	338	0.6%
mike	321	0.6%
davis	302	0.5%
Other values (2212)	53751	93.0%

Most occurring characters

Value	Count	Frequency (%)
e	30794	8.4%
a	29450	8.1%
	29161	8.0%
n	26836	7.3%
r	26420	7.2%
o	24370	6.7%
i	20824	5.7%
l	18072	4.9%
s	15544	4.3%
t	10607	2.9%
Other values (46)	133191	36.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	273626	74.9%
Uppercase Letter	60623	16.6%
Space Separator	29161	8.0%
Other Punctuation	1516	0.4%
Dash Punctuation	343	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	30794	11.3%
a	29450	10.8%
n	26836	9.8%
r	26420	9.7%
o	24370	8.9%
i	20824	7.6%
l	18072	6.6%
s	15544	5.7%
t	10607	3.9%
d	8725	3.2%
Other values (16)	61984	22.7%

Uppercase Letter

Value	Count	Frequency (%)
J	6416	10.6%
M	5364	8.8%
D	4880	8.0%
B	4601	7.6%
C	3852	6.4%
A	3705	6.1%
S	3539	5.8%
R	3445	5.7%
T	3031	5.0%
G	2795	4.6%
Other values (16)	18995	31.3%

Other Punctuation

Value	Count	Frequency (%)
.	1149	75.8%
'	367	24.2%

Space Separator

Value	Count	Frequency (%)
	29161	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	343	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	334249	91.5%
Common	31020	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	30794	9.2%
a	29450	8.8%
n	26836	8.0%
r	26420	7.9%
o	24370	7.3%
i	20824	6.2%
l	18072	5.4%
s	15544	4.7%
t	10607	3.2%
d	8725	2.6%
Other values (42)	122607	36.7%

Common

Value	Count	Frequency (%)
	29161	94.0%
.	1149	3.7%
'	367	1.2%
-	343	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	365269	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	30794	8.4%
a	29450	8.1%
	29161	8.0%
n	26836	7.3%
r	26420	7.2%
o	24370	6.7%
i	20824	5.7%
l	18072	4.9%
s	15544	4.3%
t	10607	2.9%
Other values (46)	133191	36.5%

player2_team_id
Text

MISSING

Distinct	43
Distinct (%)	0.1%
Missing	71174
Missing (%)	71.2%
Memory size	781.4 KiB

Length

Max length	12
Median length	12
Mean length	11.99441476
Min length	4

Characters and Unicode

Total characters	345751
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	1610612754.0
2nd row	1610612759.0
3rd row	1610612750.0
4th row	1610612766.0
5th row	1610612737.0

Value	Count	Frequency (%)
1610612759.0	1112	3.9%
1610612763.0	1037	3.6%
1610612756.0	1036	3.6%
1610612738.0	1029	3.6%
1610612747.0	1026	3.6%
1610612762.0	1026	3.6%
1610612754.0	1015	3.5%
1610612743.0	1012	3.5%
1610612755.0	996	3.5%
1610612760.0	985	3.4%
Other values (33)	18552	64.4%

Most occurring characters

Value	Count	Frequency (%)
1	89207	25.8%
6	67041	19.4%
0	60257	17.4%
7	31738	9.2%
2	31708	9.2%
.	28826	8.3%
5	12620	3.7%
4	12343	3.6%
3	6053	1.8%
9	3018	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	316925	91.7%
Other Punctuation	28826	8.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	89207	28.1%
6	67041	21.2%
0	60257	19.0%
7	31738	10.0%
2	31708	10.0%
5	12620	4.0%
4	12343	3.9%
3	6053	1.9%
9	3018	1.0%
8	2940	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	28826	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	345751	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	89207	25.8%
6	67041	19.4%
0	60257	17.4%
7	31738	9.2%
2	31708	9.2%
.	28826	8.3%
5	12620	3.7%
4	12343	3.6%
3	6053	1.8%
9	3018	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	345751	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	89207	25.8%
6	67041	19.4%
0	60257	17.4%
7	31738	9.2%
2	31708	9.2%
.	28826	8.3%
5	12620	3.7%
4	12343	3.6%
3	6053	1.8%
9	3018	0.9%

player2_team_city
Text

MISSING

Distinct	48
Distinct (%)	0.2%
Missing	71174
Missing (%)	71.2%
Memory size	781.4 KiB

Length

Max length	25
Median length	13
Mean length	8.229376258
Min length	2

Characters and Unicode

Total characters	237220
Distinct characters	49
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	Indiana
2nd row	San Antonio
3rd row	Minnesota
4th row	Charlotte
5th row	Atlanta

Value	Count	Frequency (%)
new	2212	6.2%
los	1596	4.5%
angeles	1596	4.5%
san	1112	3.1%
antonio	1112	3.1%
phoenix	1036	2.9%
boston	1029	2.9%
utah	1026	2.9%
indiana	1015	2.9%
denver	1012	2.9%
Other values (47)	22757	64.1%

Most occurring characters

Value	Count	Frequency (%)
a	23790	10.0%
n	22628	9.5%
o	22459	9.5%
e	22311	9.4%
t	17533	7.4%
l	15368	6.5%
i	13181	5.6%
s	10170	4.3%
r	9288	3.9%
h	8222	3.5%
Other values (39)	72270	30.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	194466	82.0%
Uppercase Letter	36014	15.2%
Space Separator	6677	2.8%
Other Punctuation	63	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	23790	12.2%
n	22628	11.6%
o	22459	11.5%
e	22311	11.5%
t	17533	9.0%
l	15368	7.9%
i	13181	6.8%
s	10170	5.2%
r	9288	4.8%
h	8222	4.2%
Other values (14)	29516	15.2%

Uppercase Letter

Value	Count	Frequency (%)
A	4143	11.5%
M	3688	10.2%
S	3383	9.4%
C	3344	9.3%
P	3002	8.3%
D	2859	7.9%
O	2361	6.6%
N	2242	6.2%
L	1987	5.5%
B	1503	4.2%
Other values (12)	7502	20.8%

Other Punctuation

Value	Count	Frequency (%)
/	60	95.2%
'	3	4.8%

Space Separator

Value	Count	Frequency (%)
	6677	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	230480	97.2%
Common	6740	2.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	23790	10.3%
n	22628	9.8%
o	22459	9.7%
e	22311	9.7%
t	17533	7.6%
l	15368	6.7%
i	13181	5.7%
s	10170	4.4%
r	9288	4.0%
h	8222	3.6%
Other values (36)	65530	28.4%

Common

Value	Count	Frequency (%)
	6677	99.1%
/	60	0.9%
'	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	237220	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	23790	10.0%
n	22628	9.5%
o	22459	9.5%
e	22311	9.4%
t	17533	7.4%
l	15368	6.5%
i	13181	5.6%
s	10170	4.3%
r	9288	3.9%
h	8222	3.5%
Other values (39)	72270	30.5%

player2_team_nickname
Text

MISSING

Distinct	48
Distinct (%)	0.2%
Missing	71174
Missing (%)	71.2%
Memory size	781.4 KiB

Length

Max length	22
Median length	16
Mean length	6.711163533
Min length	4

Characters and Unicode

Total characters	193456
Distinct characters	45
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	Pacers
2nd row	Spurs
3rd row	Timberwolves
4th row	Hornets
5th row	Hawks

Value	Count	Frequency (%)
spurs	1112	3.7%
grizzlies	1037	3.5%
suns	1036	3.5%
celtics	1029	3.5%
lakers	1026	3.4%
jazz	1026	3.4%
pacers	1015	3.4%
nuggets	1012	3.4%
76ers	996	3.3%
warriors	983	3.3%
Other values (44)	19544	65.5%

Most occurring characters

Value	Count	Frequency (%)
s	26126	13.5%
r	17476	9.0%
e	16992	8.8%
a	14442	7.5%
i	14193	7.3%
l	9123	4.7%
t	7981	4.1%
c	7900	4.1%
o	6161	3.2%
n	6012	3.1%
Other values (35)	67050	34.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	161280	83.4%
Uppercase Letter	29189	15.1%
Decimal Number	1992	1.0%
Space Separator	990	0.5%
Other Punctuation	4	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	26126	16.2%
r	17476	10.8%
e	16992	10.5%
a	14442	9.0%
i	14193	8.8%
l	9123	5.7%
t	7981	4.9%
c	7900	4.9%
o	6161	3.8%
n	6012	3.7%
Other values (12)	34874	21.6%

Uppercase Letter

Value	Count	Frequency (%)
B	3123	10.7%
C	2968	10.2%
S	2880	9.9%
H	2772	9.5%
T	2483	8.5%
P	2345	8.0%
N	1986	6.8%
M	1909	6.5%
R	1907	6.5%
W	1859	6.4%
Other values (7)	4957	17.0%

Decimal Number

Value	Count	Frequency (%)
6	996	50.0%
7	996	50.0%

Other Punctuation

Value	Count	Frequency (%)
'	3	75.0%
/	1	25.0%

Space Separator

Value	Count	Frequency (%)
	990	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	190469	98.5%
Common	2987	1.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	26126	13.7%
r	17476	9.2%
e	16992	8.9%
a	14442	7.6%
i	14193	7.5%
l	9123	4.8%
t	7981	4.2%
c	7900	4.1%
o	6161	3.2%
n	6012	3.2%
Other values (29)	64063	33.6%

Common

Value	Count	Frequency (%)
6	996	33.3%
7	996	33.3%
	990	33.1%
'	3	0.1%
/	1	< 0.1%
-	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	193456	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	26126	13.5%
r	17476	9.0%
e	16992	8.8%
a	14442	7.5%
i	14193	7.3%
l	9123	4.7%
t	7981	4.1%
c	7900	4.1%
o	6161	3.2%
n	6012	3.1%
Other values (35)	67050	34.7%

player2_team_abbreviation
Text

MISSING

Distinct	52
Distinct (%)	0.2%
Missing	71174
Missing (%)	71.2%
Memory size	781.4 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	86478
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	IND
2nd row	SAS
3rd row	MIN
4th row	CHA
5th row	ATL

Value	Count	Frequency (%)
sas	1112	3.9%
phx	1036	3.6%
bos	1029	3.6%
uta	1026	3.6%
lal	1026	3.6%
ind	1015	3.5%
den	1012	3.5%
phi	996	3.5%
gsw	983	3.4%
atl	981	3.4%
Other values (42)	18610	64.6%

Most occurring characters

Value	Count	Frequency (%)
A	10045	11.6%
L	7796	9.0%
S	6437	7.4%
N	6261	7.2%
O	6199	7.2%
I	5677	6.6%
C	5141	5.9%
H	5071	5.9%
M	4587	5.3%
E	4151	4.8%
Other values (14)	25113	29.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	86478	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	10045	11.6%
L	7796	9.0%
S	6437	7.4%
N	6261	7.2%
O	6199	7.2%
I	5677	6.6%
C	5141	5.9%
H	5071	5.9%
M	4587	5.3%
E	4151	4.8%
Other values (14)	25113	29.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	86478	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	10045	11.6%
L	7796	9.0%
S	6437	7.4%
N	6261	7.2%
O	6199	7.2%
I	5677	6.6%
C	5141	5.9%
H	5071	5.9%
M	4587	5.3%
E	4151	4.8%
Other values (14)	25113	29.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	86478	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	10045	11.6%
L	7796	9.0%
S	6437	7.4%
N	6261	7.2%
O	6199	7.2%
I	5677	6.6%
C	5141	5.9%
H	5071	5.9%
M	4587	5.3%
E	4151	4.8%
Other values (14)	25113	29.0%

person3type
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.22606

Minimum	0
Maximum	5
Zeros	86194
Zeros (%)	86.2%
Negative	0
Negative (%)	0.0%
Memory size	781.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	5
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7566258
Coefficient of variation (CV)	3.347013182
Kurtosis	23.9679247
Mean	0.22606
Median Absolute Deviation (MAD)	0
Skewness	4.715508387
Sum	22606
Variance	0.5724826012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	86194	86.2%
1	11246	11.2%
4	1389	1.4%
5	1149	1.1%
3	15	< 0.1%
2	7	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	86194	86.2%
1	11246	11.2%
2	7	< 0.1%
3	15	< 0.1%
4	1389	1.4%

Value	Count	Frequency (%)
5	1149	1.1%
4	1389	1.4%
3	15	< 0.1%
2	7	< 0.1%
1	11246	11.2%

player3_id
Text

Distinct	937
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

Length

Max length	10
Median length	1
Mean length	1.09743
Min length	1

Characters and Unicode

Total characters	109743
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	419 ?
Unique (%)	0.4%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	97480	97.5%
1495	26	< 0.1%
689	19	< 0.1%
2746	18	< 0.1%
948	18	< 0.1%
708	18	< 0.1%
2544	17	< 0.1%
87	17	< 0.1%
2730	16	< 0.1%
406	16	< 0.1%
Other values (927)	2355	2.4%

Most occurring characters

Value	Count	Frequency (%)
0	99170	90.4%
2	2323	2.1%
1	1924	1.8%
6	1110	1.0%
9	988	0.9%
3	972	0.9%
7	914	0.8%
4	806	0.7%
5	785	0.7%
8	751	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	109743	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	99170	90.4%
2	2323	2.1%
1	1924	1.8%
6	1110	1.0%
9	988	0.9%
3	972	0.9%
7	914	0.8%
4	806	0.7%
5	785	0.7%
8	751	0.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	109743	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	99170	90.4%
2	2323	2.1%
1	1924	1.8%
6	1110	1.0%
9	988	0.9%
3	972	0.9%
7	914	0.8%
4	806	0.7%
5	785	0.7%
8	751	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	109743	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	99170	90.4%
2	2323	2.1%
1	1924	1.8%
6	1110	1.0%
9	988	0.9%
3	972	0.9%
7	914	0.8%
4	806	0.7%
5	785	0.7%
8	751	0.7%

player3_name
Text

MISSING

Distinct	917
Distinct (%)	36.7%
Missing	97504
Missing (%)	97.5%
Memory size	781.4 KiB

Length

Max length	24
Median length	22
Mean length	12.92788462
Min length	4

Characters and Unicode

Total characters	32268
Distinct characters	56
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	404 ?
Unique (%)	16.2%

Sample

1st row	Serge Ibaka
2nd row	Troy Hudson
3rd row	Sebastian Telfair
4th row	DeMarcus Cousins
5th row	Calvin Booth

Value	Count	Frequency (%)
williams	55	1.1%
chris	49	1.0%
james	39	0.8%
kevin	39	0.8%
smith	32	0.6%
anthony	30	0.6%
josh	30	0.6%
tim	29	0.6%
davis	28	0.6%
duncan	27	0.5%
Other values (1234)	4680	92.9%

Most occurring characters

Value	Count	Frequency (%)
e	2699	8.4%
a	2657	8.2%
	2542	7.9%
n	2333	7.2%
r	2217	6.9%
o	2105	6.5%
i	1923	6.0%
l	1621	5.0%
s	1296	4.0%
t	1071	3.3%
Other values (46)	11804	36.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	24269	75.2%
Uppercase Letter	5320	16.5%
Space Separator	2542	7.9%
Other Punctuation	105	0.3%
Dash Punctuation	32	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2699	11.1%
a	2657	10.9%
n	2333	9.6%
r	2217	9.1%
o	2105	8.7%
i	1923	7.9%
l	1621	6.7%
s	1296	5.3%
t	1071	4.4%
d	758	3.1%
Other values (16)	5589	23.0%

Uppercase Letter

Value	Count	Frequency (%)
J	478	9.0%
M	477	9.0%
D	439	8.3%
B	367	6.9%
A	349	6.6%
C	335	6.3%
T	295	5.5%
S	295	5.5%
G	283	5.3%
R	273	5.1%
Other values (16)	1729	32.5%

Other Punctuation

Value	Count	Frequency (%)
.	58	55.2%
'	47	44.8%

Space Separator

Value	Count	Frequency (%)
	2542	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	29589	91.7%
Common	2679	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2699	9.1%
a	2657	9.0%
n	2333	7.9%
r	2217	7.5%
o	2105	7.1%
i	1923	6.5%
l	1621	5.5%
s	1296	4.4%
t	1071	3.6%
d	758	2.6%
Other values (42)	10909	36.9%

Common

Value	Count	Frequency (%)
	2542	94.9%
.	58	2.2%
'	47	1.8%
-	32	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32268	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2699	8.4%
a	2657	8.2%
	2542	7.9%
n	2333	7.2%
r	2217	6.9%
o	2105	6.5%
i	1923	6.0%
l	1621	5.0%
s	1296	4.0%
t	1071	3.3%
Other values (46)	11804	36.6%

player3_team_id
Text

MISSING

Distinct	34
Distinct (%)	1.3%
Missing	97462
Missing (%)	97.5%
Memory size	781.4 KiB

Length

Max length	12
Median length	12
Mean length	11.99605989
Min length	7

Characters and Unicode

Total characters	30446
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.1%

Sample

1st row	1610612760.0
2nd row	1610612750.0
3rd row	1610612738.0
4th row	1610612758.0
5th row	1610612764.0

Value	Count	Frequency (%)
1610612759.0	107	4.2%
1610612754.0	102	4.0%
1610612743.0	101	4.0%
1610612747.0	101	4.0%
1610612755.0	99	3.9%
1610612737.0	98	3.9%
1610612761.0	97	3.8%
1610612750.0	92	3.6%
1610612742.0	92	3.6%
1610612756.0	92	3.6%
Other values (24)	1557	61.3%

Most occurring characters

Value	Count	Frequency (%)
1	7870	25.8%
6	5894	19.4%
0	5298	17.4%
7	2808	9.2%
2	2791	9.2%
.	2538	8.3%
5	1133	3.7%
4	1103	3.6%
3	524	1.7%
9	259	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	27908	91.7%
Other Punctuation	2538	8.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	7870	28.2%
6	5894	21.1%
0	5298	19.0%
7	2808	10.1%
2	2791	10.0%
5	1133	4.1%
4	1103	4.0%
3	524	1.9%
9	259	0.9%
8	228	0.8%

Other Punctuation

Value	Count	Frequency (%)
.	2538	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	30446	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	7870	25.8%
6	5894	19.4%
0	5298	17.4%
7	2808	9.2%
2	2791	9.2%
.	2538	8.3%
5	1133	3.7%
4	1103	3.6%
3	524	1.7%
9	259	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	30446	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7870	25.8%
6	5894	19.4%
0	5298	17.4%
7	2808	9.2%
2	2791	9.2%
.	2538	8.3%
5	1133	3.7%
4	1103	3.6%
3	524	1.7%
9	259	0.9%

player3_team_city
Text

MISSING

Distinct	39
Distinct (%)	1.5%
Missing	97462
Missing (%)	97.5%
Memory size	781.4 KiB

Length

Max length	25
Median length	13
Mean length	8.267533491
Min length	2

Characters and Unicode

Total characters	20983
Distinct characters	44
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.2%

Sample

1st row	Oklahoma City
2nd row	Minnesota
3rd row	Boston
4th row	Sacramento
5th row	Washington

Value	Count	Frequency (%)
new	184	5.9%
los	146	4.7%
angeles	146	4.7%
antonio	107	3.4%
san	107	3.4%
indiana	102	3.3%
denver	101	3.2%
philadelphia	99	3.2%
atlanta	98	3.1%
toronto	97	3.1%
Other values (37)	1934	62.0%

Most occurring characters

Value	Count	Frequency (%)
a	2146	10.2%
n	2078	9.9%
o	1997	9.5%
e	1944	9.3%
t	1551	7.4%
l	1351	6.4%
i	1183	5.6%
s	897	4.3%
r	813	3.9%
h	745	3.6%
Other values (34)	6278	29.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	17239	82.2%
Uppercase Letter	3157	15.0%
Space Separator	583	2.8%
Other Punctuation	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	2146	12.4%
n	2078	12.1%
o	1997	11.6%
e	1944	11.3%
t	1551	9.0%
l	1351	7.8%
i	1183	6.9%
s	897	5.2%
r	813	4.7%
h	745	4.3%
Other values (12)	2534	14.7%

Uppercase Letter

Value	Count	Frequency (%)
A	383	12.1%
M	308	9.8%
C	295	9.3%
S	292	9.2%
P	267	8.5%
D	266	8.4%
O	195	6.2%
N	186	5.9%
L	174	5.5%
B	108	3.4%
Other values (10)	683	21.6%

Space Separator

Value	Count	Frequency (%)
	583	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	20396	97.2%
Common	587	2.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	2146	10.5%
n	2078	10.2%
o	1997	9.8%
e	1944	9.5%
t	1551	7.6%
l	1351	6.6%
i	1183	5.8%
s	897	4.4%
r	813	4.0%
h	745	3.7%
Other values (32)	5691	27.9%

Common

Value	Count	Frequency (%)
	583	99.3%
/	4	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20983	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	2146	10.2%
n	2078	9.9%
o	1997	9.5%
e	1944	9.3%
t	1551	7.4%
l	1351	6.4%
i	1183	5.6%
s	897	4.3%
r	813	3.9%
h	745	3.6%
Other values (34)	6278	29.9%

player3_team_nickname
Text

MISSING

Distinct	38
Distinct (%)	1.5%
Missing	97462
Missing (%)	97.5%
Memory size	781.4 KiB

Length

Max length	22
Median length	13
Mean length	6.692671395
Min length	4

Characters and Unicode

Total characters	16986
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.2%

Sample

1st row	Thunder
2nd row	Timberwolves
3rd row	Celtics
4th row	Kings
5th row	Wizards

Value	Count	Frequency (%)
spurs	107	4.1%
pacers	102	3.9%
nuggets	101	3.9%
lakers	101	3.9%
76ers	99	3.8%
hawks	98	3.7%
raptors	97	3.7%
timberwolves	92	3.5%
mavericks	92	3.5%
suns	92	3.5%
Other values (32)	1636	62.5%

Most occurring characters

Value	Count	Frequency (%)
s	2316	13.6%
r	1566	9.2%
e	1489	8.8%
a	1282	7.5%
i	1189	7.0%
l	769	4.5%
t	688	4.1%
c	675	4.0%
o	554	3.3%
u	537	3.2%
Other values (30)	5921	34.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	14166	83.4%
Uppercase Letter	2543	15.0%
Decimal Number	198	1.2%
Space Separator	79	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	2316	16.3%
r	1566	11.1%
e	1489	10.5%
a	1282	9.0%
i	1189	8.4%
l	769	5.4%
t	688	4.9%
c	675	4.8%
o	554	3.9%
u	537	3.8%
Other values (11)	3101	21.9%

Uppercase Letter

Value	Count	Frequency (%)
B	268	10.5%
S	248	9.8%
H	245	9.6%
C	229	9.0%
T	218	8.6%
P	211	8.3%
R	178	7.0%
N	178	7.0%
M	176	6.9%
W	171	6.7%
Other values (6)	421	16.6%

Decimal Number

Value	Count	Frequency (%)
7	99	50.0%
6	99	50.0%

Space Separator

Value	Count	Frequency (%)
	79	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16709	98.4%
Common	277	1.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	2316	13.9%
r	1566	9.4%
e	1489	8.9%
a	1282	7.7%
i	1189	7.1%
l	769	4.6%
t	688	4.1%
c	675	4.0%
o	554	3.3%
u	537	3.2%
Other values (27)	5644	33.8%

Common

Value	Count	Frequency (%)
7	99	35.7%
6	99	35.7%
	79	28.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16986	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	2316	13.6%
r	1566	9.2%
e	1489	8.8%
a	1282	7.5%
i	1189	7.0%
l	769	4.5%
t	688	4.1%
c	675	4.0%
o	554	3.3%
u	537	3.2%
Other values (30)	5921	34.9%

player3_team_abbreviation
Text

MISSING

Distinct	41
Distinct (%)	1.6%
Missing	97462
Missing (%)	97.5%
Memory size	781.4 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	7614
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.2%

Sample

1st row	OKC
2nd row	MIN
3rd row	BOS
4th row	SAC
5th row	WAS

Value	Count	Frequency (%)
sas	107	4.2%
ind	102	4.0%
den	101	4.0%
lal	101	4.0%
phi	99	3.9%
atl	98	3.9%
tor	97	3.8%
phx	92	3.6%
min	92	3.6%
dal	92	3.6%
Other values (31)	1557	61.3%

Most occurring characters

Value	Count	Frequency (%)
A	889	11.7%
L	701	9.2%
N	573	7.5%
S	564	7.4%
I	526	6.9%
O	520	6.8%
H	472	6.2%
C	437	5.7%
M	374	4.9%
D	369	4.8%
Other values (14)	2189	28.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	7614	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	889	11.7%
L	701	9.2%
N	573	7.5%
S	564	7.4%
I	526	6.9%
O	520	6.8%
H	472	6.2%
C	437	5.7%
M	374	4.9%
D	369	4.8%
Other values (14)	2189	28.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7614	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	889	11.7%
L	701	9.2%
N	573	7.5%
S	564	7.4%
I	526	6.9%
O	520	6.8%
H	472	6.2%
C	437	5.7%
M	374	4.9%
D	369	4.8%
Other values (14)	2189	28.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7614	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	889	11.7%
L	701	9.2%
N	573	7.5%
S	564	7.4%
I	526	6.9%
O	520	6.8%
H	472	6.2%
C	437	5.7%
M	374	4.9%
D	369	4.8%
Other values (14)	2189	28.7%

video_available_flag
Text

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	781.4 KiB

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	100000
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Value	Count	Frequency (%)
0	72285	72.3%
1	27715	27.7%

Most occurring characters

Value	Count	Frequency (%)
0	72285	72.3%
1	27715	27.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	100000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	72285	72.3%
1	27715	27.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	100000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	72285	72.3%
1	27715	27.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	100000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	72285	72.3%
1	27715	27.7%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number